1 code implementation • ICCV 2023 • Xiaoyuan Guan, Zhouwu Liu, Wei-Shi Zheng, Yuren Zhou, Ruixuan Wang
Out-of-distribution (OOD) detection is a desired ability to ensure the reliability and safety of intelligent systems.
Out-of-Distribution Detection Out of Distribution (OOD) Detection
1 code implementation • 4 Jul 2022 • Yaojia Zheng, Zhouwu Liu, Rong Mo, Ziyi Chen, Wei-Shi Zheng, Ruixuan Wang
Compared to supervised learning with labelled disease EEG data which can train a model to analyze specific diseases but would fail to monitor previously unseen statuses, anomaly detection based on only normal EEGs can detect any potential anomaly in new EEGs.